{"id":"W2025540060","doi":"10.3109/09513590.2011.579655","title":"Clinical and economic analysis of rescue intracytoplasmic sperm injection cycles","year":2011,"lang":"en","type":"article","venue":"Gynecological Endocrinology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Intracytoplasmic sperm injection; Human fertilization; In vitro fertilisation; Medicine; Sperm; Retrospective cohort study; Andrology; Obstetrics; Gynecology; Embryo; Biology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002020207,0.0001407165,0.0007710983,0.0003829358,0.00005375019,0.000001560855,0.0001087159,0.0003720144,0.0009650493],"category_scores_gemma":[0.0005939275,0.0001090599,0.0002031492,0.0002376686,0.001284218,0.00004317277,0.0001481527,0.000454785,0.00003832319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003470857,"about_ca_system_score_gemma":0.00004270622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008501118,"about_ca_topic_score_gemma":0.0001376473,"domain_scores_codex":[0.9984247,0.0001373469,0.0005511414,0.0005523327,0.00004465156,0.0002898261],"domain_scores_gemma":[0.9990882,0.0002430028,0.0001400118,0.0004046736,0.00004732276,0.00007680887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002969101,0.0003282783,0.9500827,0.00001224473,0.001273846,0.0001158098,0.00005714798,0.000006769379,0.0001726187,0.01486242,0.00002969789,0.03276161],"study_design_scores_gemma":[0.00105434,0.001321579,0.9912052,0.000006576019,0.001218869,0.0002912826,0.0001142162,0.0001383944,0.001606782,0.002775889,0.0001681363,0.00009875641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916166,0.0003923057,0.0001127504,0.0002951125,0.0002813062,0.0002008589,0.000005966514,0.0001269832,0.00696813],"genre_scores_gemma":[0.9975305,0.0005879398,0.001549051,0.0001156695,0.00004541856,0.00002011373,0.000008267555,0.000007271431,0.000135827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04112253,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05341271732126449,"score_gpt":0.3244692425094037,"score_spread":0.2710565251881392,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}